Andrei Pătrașcu

LEARNING EXPLICITLY CONDITIONED SPARSIFYING TRANSFORMS

Sparsifying transforms became in the last decades widely known tools for finding structured sparse representations of signals in certain transform domains. Despite the popularity of classical transforms such as DCT and Wavelet, learning optimal transforms that guarantee good representations of data…